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For the 1,217 acquirers in our sample, we construct a panel data set by matching firms with Compustat annual files from 1996 2006.
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After selecting a high-quality reference sample, we constructed paired sets representing intensity differences between target and reference samples using the paired sample editor in BeadStudio 3.2.
Based upon the discriminant analysis-derived prediction scores for each sample, we constructed ROC curves [ 35, 36] to evaluate the performance of our plasma protein panel for distinguishing flare from quiescence samples.
For each sample, we constructed two independent first-strand cDNA libraries using up to 5 μg of total RNA, Oligo-dT18 primers and the Revert AidTM H Minus First Strand cDNA Synthesis Kit (Fermentas/Thermo Scientific, Waltham, MA, USA) as instructed in the manufacturer's protocol.
In order to identify the functional transcription factors and microRNAs that potentially cause the differences in gene expression between androgen-dependent and -independent samples, we construct a matrix that contains 239 rows representing differentially-expressed genes and 899 columns representing 335 PWMs and 564 microRNAs, respectively.
Using two similar aerial small-footprint LiDAR campaigns over a four year interval, spanning ca. 20 km2, and concomitant ground sampling, we constructed a model relating median canopy height and AGB at a 0.25-ha and 1-ha resolution.
To examine whether the t(1 11)(q42.1;q14.3) translocation exists in Taiwanese samples, we constructed a plasmid probe that carried the two DNA fragments of chromosome 1 (738 bp) and chromosome 11 (719 bp) that covered the breakpoint.
In order to gain further insight on gene expression with respect to correlations between BC samples, we constructed correlation maps as previously reported [30].
To investigate whether we could identify similarities between the microbial populations in the throat, stomach and fecal samples, we constructed a phylogenetic tree based on the RDP sequences representing the pyrosequencing reads (Fig. 3a).
For visual comparison of the variety of eggshell colour stimuli sampled, we constructed a 3D-tetrachromatic conceptual diagram of the individual chromatic stimuli for each reflectance spectrum (see Figure 1), using the full spectral sensitivities for the 'average' ultraviolet-sensitive avian eye as tabulated by Endler & Mielke [31].
For further identification of the evolutionary history of the samples, we constructed a phylogenetic tree using Bayesian inferences (BI) approaches.
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